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MKNet-family architectures for auto-segmentation of the residual pancreas after pancreatic resection: a deep learning comparative study.

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Title: MKNet-family architectures for auto-segmentation of the residual pancreas after pancreatic resection: a deep learning comparative study.
Authors: Böhm D; Datacation B.V., Eindhoven, The Netherlands.; Delft University of Technology, TU Delft, The Netherlands., Andel PCM; Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Department of Surgery, Utrecht, The Netherlands., Akkermans PA; Medical Spectrum Twente, Department of Radiology, Enschede, The Netherlands., Boekestijn B; Leiden University Medical Center, Department of Radiology, Leiden, The Netherlands., van der Geest W; Datacation B.V., Eindhoven, The Netherlands., de Haas RJ; University Medical Center Groningen, Department of Radiology, Groningen, The Netherlands., Kist JW; Amsterdam UMC, location University of Amsterdam, Department of Radiology, Amsterdam, The Netherlands., Molenaar IQ; Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Department of Surgery, Utrecht, The Netherlands., Nederend J; Catharina Hospital Eindhoven, Department of Radiology, Eindhoven, The Netherlands., Nio CY; Amsterdam UMC, location University of Amsterdam, Department of Radiology, Amsterdam, The Netherlands., Pranger BK; UMC Utrecht Cancer Center, Department of Radiology, Utrecht, The Netherlands., van Santvoort HC; Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Department of Surgery, Utrecht, The Netherlands., Struik F; Amsterdam UMC, location University of Amsterdam, Department of Radiology, Amsterdam, The Netherlands., Verpalen IM; Amsterdam UMC, location University of Amsterdam, Department of Radiology, Amsterdam, The Netherlands., Wessels FJ; UMC Utrecht Cancer Center, Department of Radiology, Utrecht, The Netherlands., Veldhuis WB; UMC Utrecht Cancer Center, Department of Radiology, Utrecht, The Netherlands., Verkooijen HM; University Medical Center Utrecht, Division of Imaging and Oncology, Utrecht,, The Netherlands., Willemssen FEJA; Erasmus MC, University Medical Center Rotterdam, Department of Radiology and Nuclear Medicine, Delft, The Netherlands., Zoetekouw RI; Datacation B.V., Eindhoven, The Netherlands., Dijkstra J; Leiden University Medical Center, Department of Radiology, Leiden, The Netherlands., Intven MPW; UMC Utrecht Cancer Center, Department of Radiation Oncology, Utrecht, The Netherlands., Weinmann M; Delft University of Technology, TU Delft, The Netherlands., Daamen LA; Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Department of Surgery, Utrecht, The Netherlands. l.a.daamen-3@umcutrecht.nl.; University Medical Center Utrecht, Division of Imaging and Oncology, Utrecht,, The Netherlands. l.a.daamen-3@umcutrecht.nl.
Source: Abdominal radiology (New York) [Abdom Radiol (NY)] 2026 Jul; Vol. 51 (7), pp. 3492-3503. Date of Electronic Publication: 2025 Nov 27.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 101674571 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2366-0058 (Electronic) NLM ISO Abbreviation: Abdom Radiol (NY) Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Böhm+D%22">Böhm D</searchLink>; Datacation B.V., Eindhoven, The Netherlands.; Delft University of Technology, TU Delft, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Andel+PCM%22">Andel PCM</searchLink>; Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Department of Surgery, Utrecht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Akkermans+PA%22">Akkermans PA</searchLink>; Medical Spectrum Twente, Department of Radiology, Enschede, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Boekestijn+B%22">Boekestijn B</searchLink>; Leiden University Medical Center, Department of Radiology, Leiden, The Netherlands.<br /><searchLink fieldCode="AU" term="%22van+der+Geest+W%22">van der Geest W</searchLink>; Datacation B.V., Eindhoven, The Netherlands.<br /><searchLink fieldCode="AU" term="%22de+Haas+RJ%22">de Haas RJ</searchLink>; University Medical Center Groningen, Department of Radiology, Groningen, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Kist+JW%22">Kist JW</searchLink>; Amsterdam UMC, location University of Amsterdam, Department of Radiology, Amsterdam, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Molenaar+IQ%22">Molenaar IQ</searchLink>; Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Department of Surgery, Utrecht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Nederend+J%22">Nederend J</searchLink>; Catharina Hospital Eindhoven, Department of Radiology, Eindhoven, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Nio+CY%22">Nio CY</searchLink>; Amsterdam UMC, location University of Amsterdam, Department of Radiology, Amsterdam, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Pranger+BK%22">Pranger BK</searchLink>; UMC Utrecht Cancer Center, Department of Radiology, Utrecht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22van+Santvoort+HC%22">van Santvoort HC</searchLink>; Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Department of Surgery, Utrecht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Struik+F%22">Struik F</searchLink>; Amsterdam UMC, location University of Amsterdam, Department of Radiology, Amsterdam, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Verpalen+IM%22">Verpalen IM</searchLink>; Amsterdam UMC, location University of Amsterdam, Department of Radiology, Amsterdam, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Wessels+FJ%22">Wessels FJ</searchLink>; UMC Utrecht Cancer Center, Department of Radiology, Utrecht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Veldhuis+WB%22">Veldhuis WB</searchLink>; UMC Utrecht Cancer Center, Department of Radiology, Utrecht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Verkooijen+HM%22">Verkooijen HM</searchLink>; University Medical Center Utrecht, Division of Imaging and Oncology, Utrecht,, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Willemssen+FEJA%22">Willemssen FEJA</searchLink>; Erasmus MC, University Medical Center Rotterdam, Department of Radiology and Nuclear Medicine, Delft, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Zoetekouw+RI%22">Zoetekouw RI</searchLink>; Datacation B.V., Eindhoven, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Dijkstra+J%22">Dijkstra J</searchLink>; Leiden University Medical Center, Department of Radiology, Leiden, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Intven+MPW%22">Intven MPW</searchLink>; UMC Utrecht Cancer Center, Department of Radiation Oncology, Utrecht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Weinmann+M%22">Weinmann M</searchLink>; Delft University of Technology, TU Delft, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Daamen+LA%22">Daamen LA</searchLink>; Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Department of Surgery, Utrecht, The Netherlands. l.a.daamen-3@umcutrecht.nl.; University Medical Center Utrecht, Division of Imaging and Oncology, Utrecht,, The Netherlands. l.a.daamen-3@umcutrecht.nl.
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  Data: <searchLink fieldCode="JN" term="%22101674571%22">Abdominal radiology (New York)</searchLink> [Abdom Radiol (NY)] 2026 Jul; Vol. 51 (7), pp. 3492-3503. <i>Date of Electronic Publication: </i>2025 Nov 27.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101674571 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2366-0058 (Electronic) <i>NLM ISO Abbreviation: </i>Abdom Radiol (NY) <i>Subsets: </i>MEDLINE
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